Where Structural Compute Matters
The same mathematical substrate that powers HX-SDP applies to any domain where high-dimensional data needs to be represented, queried, or served at scale.
The applications change. The math does not.
Five domains. One substrate.
Enterprise Data Infrastructure
HX-SDP
Commercial data platform replacing 8 services
Computational Physics
Plasma Simulation, Vlasov Solvers, 6D Kinetic
High-dimensional phase space dynamics
Healthcare and Genomics
Structural Compression for Clinical Data
Genomic and clinical record compression
Autonomous Systems
Sensor Fusion, Real-Time Processing
Structural processing of sensor data
Scientific Computing at Scale
Climate, Materials Science, Molecular Dynamics
Multi-dimensional simulation data
HX-SDP is the proven first application.
Enterprise Data Infrastructure is the wedge. HX-SDP demonstrates the substrate at commercial scale: 200M entries, 154x compression, 100% exact recall, 87% cost reduction. This proof enables expansion to computational physics, healthcare genomics, autonomous systems, and scientific computing.